Associate ProfessorGuangyan Huang
Associate Professor, Computer Science
Faculty of Science Engineering and Built Environment/School of Information Technology
- Associate Professor, Computer ScienceFaculty of Science Engineering and Built Environment/School of Information Technology
- +61 3 924 46282 (Work)
- Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125
RESEARCH INTERESTS
Research Expertise:
* Stream and sensor data
* Data mining and knowledge discovery
* Data quality
* Pattern recognition
* Natural language processing
* Fuzzy computation
* Energy-efficient computing
* Deep learning
* Sensor networks
* Image processing
General Knowledge:
* Additive manufacturing
* Aquaculture
* Health informatics
Projects
ARC Grants:
1. G. Huang (sole CI), ARC Discovery Project - "Sensor Stream Pattern Mining
for Automatic Anomaly Recognition and Intervention" (DP190100587, $351,725,
2019-2021)
2. G. Huang, ARC DECRA Project - "Mining Patterns and Changes of Wave Shapes
for Efficiently Querying Periodic Data Streams" (DE140100387, $349,179,
2014-2016).
3. Y. Zhang, G. Huang, ARC DP Project - "Deep Data Mining for Anomaly
Prediction from Sensor Data Streams" (DP140100841, $329,027, 2014-2016).
GRANTS
- GRANTSensor Stream Pattern Mining for Automatic Anomaly Recognition/Intervention1 Jan 2019 - 31 Dec 2021People funded by this grant:
- Guangyan Huang
- GRANTAdaptive Cyber Threat Ontology Construction through Knowledge Graph Embedding.1 Nov 2018 - 16 Jul 2021People funded by this grant:
- Huang G,
- Chi C-H
- GRANTDeep Data Mining for Anomaly Prediction from Sensor Data Streams4 May 2015 - 31 Dec 2016People funded by this grant:
- Zhang Y,
- Huang G
- FELLOWSHIPMining Patterns and Changes of Wave Shapes for Efficiently Que ying Periodic Data Streams - Dr Guangyan Huang22 May 2014 - 31 Dec 2016People funded by this grant:
- Guangyan Huang